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Machine Learning and Data Mining for Sports Analytics

Machine Learning and Data Mining for Sports Analytics

Ulf Brefeld; Jesse Davis; Jan Van Haaren; Albrecht Zimmermann

Springer Nature

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This book constitutes the refereed post-conference proceedings of the 8th International Workshop on Machine Learning and Data Mining for Sports Analytics, MLSA 2021, held as virtual event in September 2021. The 12 full papers and 4 short papers presented were carefully reviewed and selected from 29 submissions. The papers present a variety of topics within the area of sports analytics, including tactical analysis, outcome predictions, data acquisition, performance optimization, and player evaluation.

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